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[书籍介绍] 【独家发布】Posterior Predictive Model Checking for Multidimensionality in Item Respon [推广有奖]

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jiandong4388 学生认证  发表于 2016-6-17 20:29:19 |AI写论文

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AbstractIf data exhibit multidimensionality, key conditional independence assumptions of unidimensional models do not hold. The current work pursues posterior predictive model checking, a flexible family of model-checking procedures, as a tool for criticizing models due to unaccounted for dimensions in the context of item response theory. Factors hypothesized to influence dimensionality and dimensionality assessment are couched in conditional covariance theory and conveyed via geometric representations of multidimensionality. A simulation study investigates the performance of the model-checking tools for dichotomous observables. Key findings include support for the hypothesized effects of the manipulated factors with regard to their influence on dimensionality assessment and the superiority of certain discrepancy measures for conducting posterior predictive model checking for dimensionality assessme






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关键词:Dimensional Predictive dimension Checking predict procedures current family hold

Sinharay Johnson Stern (2006).pdf
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Posterior Predictive Model Checking for Multidimensionality in Item Response Theory

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hyq2003(未真实交易用户) 发表于 2016-6-17 21:20:45

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xiexie1111(真实交易用户) 发表于 2016-7-17 13:22:46
downloaded to learn, thanks for your sharing, xie xie

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